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Vespa

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Vespa – High‑performance AI search platform for vector, text and structured data.

收录时间:2026年7月13日
月访问量:
45.8K
社交与联系:
AI SearchVector SearchRAGRecommendationPersonalizationMachine‑learned Ranking

工具信息

什么是 Vespa?

Vespa is an AI Search Platform that delivers fast, accurate, large‑scale retrieval, ranking and generative‑AI (RAG), personalization and recommendation capabilities.

核心功能

  • Vector, text and structured search

    Industry‑leading vector search, positional text search and structured data search with support for arrays, maps and structs.

  • Machine‑learned ranking

    Distributed model inference is integrated directly into the search pipeline for relevance ranking.

  • Unbeatable performance

    Handles billions of documents and thousands of queries per second with latencies below 100 ms.

  • Infinite automated scalability

    Horizontally scales without limits, accommodating constantly changing data of any size.

  • Continuous deployment and upgrades

    Supports seamless rolling upgrades and continuous deployment of applications.

  • Fully managed with strong security

    Vespa Cloud offers a fully managed service with built‑in security controls.

使用场景

  • #1

    Enterprise search

    Text and vector search for web, e‑commerce and knowledge‑base applications.

  • #2

    Generative AI (RAG)

    Retrieval‑augmented generation pipelines that combine hybrid search, relevance models and multi‑vector representations.

  • #3

    Recommendation & personalization

    Real‑time recommendation, personalization and ad‑targeting that blend retrieval with machine‑learned evaluation.

适用人群:DevelopersEnterprises building AI‑powered search, recommendation or generative AI applications

替代工具

常见问题

What types of search does Vespa support?
Vespa supports vector search, positional text search and structured data search with arrays, maps and structs.
How does Vespa achieve scalability?
Vespa scales horizontally without limits, providing infinite automated scalability for ever‑changing data volumes.
Is there a fully managed offering for Vespa?
Yes, Vespa Cloud is a fully managed service that includes strong built‑in security controls.
Can Vespa be used for generative AI (RAG) pipelines?
Yes, Vespa enables retrieval‑augmented generation pipelines that combine hybrid search, relevance models and multi‑vector representations.
What performance can be expected from Vespa?
Vespa can handle billions of documents and thousands of queries per second with latencies under 100 ms.

Vespa 联系方式与社交媒体

访问官方网站

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工具信息

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分类数据分析
二级分类
AI SearchVector SearchRAGRecommendationPersonalizationMachine‑learned Ranking
语言英语
最后更新2026年7月16日